The table below looks at the statistics for Data Management skills in IT jobs advertised for the Scotland region. Included is a guide to the salaries offered in IT jobs that have cited Data Management over the 3 months to 26 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
26 May 2016
Same period 2015 Same period 2014
Data Management
Rank 103 98 108
Rank change year-on-year
-5 +10
Permanent jobs citing Data Management 55 62 68
As % of all permanent IT jobs located in Scotland 1.96% 2.09% 1.79%
As % of the Processes & Methodologies category 2.17% 2.34% 2.11%
Number of salaries quoted 28 39 52
Median salary £41,961 £50,000 £50,000
Median salary % change year-on-year
-16.07% -
90% offered a salary of more than £31,000 £35,900 £29,100
10% offered a salary of more than £65,000 £61,700 £94,000
UK excluding London median salary £45,000 £42,500 £47,500
% change year-on-year
+5.88% -10.52%
Data Management
UK

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the Scotland region.

Processes & Methodologies Category
Scotland
Permanent IT job ads with a match in the
Processes & Methodologies category
2534 2647 3222
As % of all permanent IT jobs located in Scotland 90.11% 89.18% 84.81%
Number of salaries quoted 1503 1654 2139
Median salary £45,000 £44,500 £42,500
Median salary % change year-on-year
+1.12% +4.70%
90% offered a salary of more than £31,000 £32,500 £30,000
10% offered a salary of more than £65,000 £60,000 £60,000
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

Data Management
Jobs Demand Trend in Scotland

The demand trend of job ads across the Scotland region citing Data Management as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Data Management Jobs Demand Trend in Scotland

Data Management
Salary Trend in Scotland

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Management across the Scotland region.

Data Management Salary Trend in Scotland

Data Management
Salary Histogram in Scotland

This chart provides a salary histogram for IT jobs citing Data Management across the Scotland region over the 3 months to 26 May 2016.

Data Management Salary Histogram in Scotland

Data Management
Job Locations in Scotland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Management within the Scotland region over the 3 months to 26 May 2016. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Edinburgh 0 25 £40,000 -34.15% 7
Glasgow -13 25 £52,750 +14.05% 1
Stirling +4 2 £34,500 - 1
Falkirk - 1 £37,500 -
West Lothian - 1 £65,000 - 1
Data Management
UK

Data Management
Top 30 Related IT Skills in Scotland

For the 6 months to 26 May 2016, IT jobs citing Data Management also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Scotland region with a requirement for Data Management.

1 63 (46.32%) Finance
2 52 (38.24%) Agile Software Development
3 45 (33.09%) ETL
3 45 (33.09%) Business Intelligence
4 40 (29.41%) SQL
5 39 (28.68%) Data Warehouse
6 37 (27.21%) Data Quality
7 34 (25.00%) QlikView
8 32 (23.53%) Analytical Skills
9 30 (22.06%) Visualisation
9 30 (22.06%) Banking
9 30 (22.06%) SQL Server Reporting Services
9 30 (22.06%) SQL Server Integration Services
10 29 (21.32%) SQL Server Analysis Services
11 28 (20.59%) Management Information System
12 27 (19.85%) Data Modelling
12 27 (19.85%) BusinessObjects
12 27 (19.85%) Cognos
12 27 (19.85%) Data Governance
13 23 (16.91%) PRINCE2
13 23 (16.91%) SAS
13 23 (16.91%) Analytics
14 22 (16.18%) Stakeholder Management
14 22 (16.18%) Security Cleared
15 21 (15.44%) Talend Open Studio
15 21 (15.44%) PRINCE2 Practitioner
15 21 (15.44%) Enterprise Data Management
15 21 (15.44%) Master Data Management
15 21 (15.44%) Talend
16 19 (13.97%) MS Excel

Data Management
Top Related IT Skills in Scotland by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 23 (16.91%) SAS
2 6 (4.41%) Apache Spark
2 6 (4.41%) SharePoint
3 5 (3.68%) MS Project Server
4 1 (0.74%) Alfresco
4 1 (0.74%) Apache Pig
4 1 (0.74%) Documentum
4 1 (0.74%) FileNet
4 1 (0.74%) GeoServer
4 1 (0.74%) IIS
4 1 (0.74%) Node.js
Applications
1 19 (13.97%) MS Excel
2 12 (8.82%) MS PowerPoint
3 7 (5.15%) MS Office
4 5 (3.68%) MS Project
4 5 (3.68%) Spreadsheet
5 3 (2.21%) Stata
6 1 (0.74%) DOC1
Business Applications
1 2 (1.47%) Markit EDM
Cloud Services
1 4 (2.94%) Google Analytics
2 1 (0.74%) Google Cloud Platform
2 1 (0.74%) Office 365
Communications & Networking
1 1 (0.74%) LAN
1 1 (0.74%) NAS
1 1 (0.74%) WAN
Database & Business Intelligence
1 39 (28.68%) Data Warehouse
2 34 (25.00%) QlikView
3 30 (22.06%) SQL Server Integration Services
3 30 (22.06%) SQL Server Reporting Services
4 29 (21.32%) SQL Server Analysis Services
5 27 (19.85%) BusinessObjects
6 16 (11.76%) Hadoop
7 14 (10.29%) Relational Database
8 13 (9.56%) Big Data
9 11 (8.09%) SQL Server
10 8 (5.88%) DataStage
10 8 (5.88%) MS Access
11 7 (5.15%) Data Mining
12 5 (3.68%) Base SAS
12 5 (3.68%) GIS
12 5 (3.68%) IBM InfoSphere
12 5 (3.68%) SAS Enterprise Guide
13 4 (2.94%) MongoDB
13 4 (2.94%) SQL Server 2012
13 4 (2.94%) SQL Server 2014
Development Applications
1 21 (15.44%) Talend Open Studio
2 12 (8.82%) JIRA
3 10 (7.35%) Git (software)
4 6 (4.41%) Cucumber
4 6 (4.41%) Selenium
5 4 (2.94%) Subversion
5 4 (2.94%) Team Foundation Server
5 4 (2.94%) TestComplete
5 4 (2.94%) Visual Studio
6 2 (1.47%) Jenkins
7 1 (0.74%) ERwin
7 1 (0.74%) MagicDraw
General
1 63 (46.32%) Finance
2 30 (22.06%) Banking
3 9 (6.62%) Private Banking
4 8 (5.88%) Retail
5 4 (2.94%) Electronics
5 4 (2.94%) Pharmaceutical
6 3 (2.21%) Games
6 3 (2.21%) Spanish Language
7 1 (0.74%) Automotive
7 1 (0.74%) Back Office
7 1 (0.74%) Law
7 1 (0.74%) Marketing
7 1 (0.74%) Telecoms
Job Titles
1 50 (36.76%) Developer
2 26 (19.12%) Consultant
3 24 (17.65%) Analyst
3 24 (17.65%) Business Intelligence Developer
4 21 (15.44%) Business Intelligence Consultant
5 10 (7.35%) Architect
6 9 (6.62%) Data Analyst
6 9 (6.62%) Product Manager
7 8 (5.88%) QlikView Developer
8 7 (5.15%) Solutions Architect
9 6 (4.41%) Automation Tester
9 6 (4.41%) Data Manager
9 6 (4.41%) Tester
10 5 (3.68%) Build Manager
10 5 (3.68%) Data Quality Manager
10 5 (3.68%) Functional Tester
10 5 (3.68%) Junior
10 5 (3.68%) Junior Java Developer
10 5 (3.68%) Project Support Analyst
10 5 (3.68%) QA Tester
Libraries, Frameworks & Software Standards
1 5 (3.68%) D3.js
1 5 (3.68%) HTML
1 5 (3.68%) HTML5
2 3 (2.21%) AngularJS
3 2 (1.47%) .NET
3 2 (1.47%) Web Services
3 2 (1.47%) XML
4 1 (0.74%) Ajax
4 1 (0.74%) CSS
4 1 (0.74%) EDI
4 1 (0.74%) jQuery
4 1 (0.74%) LESS
4 1 (0.74%) Middleware
4 1 (0.74%) PostGIS
4 1 (0.74%) REST
4 1 (0.74%) SOAP
Miscellaneous
1 32 (23.53%) Analytical Skills
2 30 (22.06%) Visualisation
3 28 (20.59%) Management Information System
4 14 (10.29%) Data Integration
5 11 (8.09%) Fintech
6 7 (5.15%) Computer Science
7 6 (4.41%) Derivative
8 4 (2.94%) Enterprise Software
9 3 (2.21%) Applied Mathematics
9 3 (2.21%) Biotechnology
9 3 (2.21%) Credit Risk
9 3 (2.21%) Informatics
9 3 (2.21%) Mathematics
9 3 (2.21%) Statistics
10 2 (1.47%) Data Centre
10 2 (1.47%) Data Structures
10 2 (1.47%) EMC VNX
10 2 (1.47%) Market Risk
10 2 (1.47%) Taxonomies
11 1 (0.74%) Hybrid Cloud
Operating Systems
1 13 (9.56%) Unix
2 10 (7.35%) Linux
3 5 (3.68%) Windows
4 1 (0.74%) Red Hat Enterprise Linux
Processes & Methodologies
1 52 (38.24%) Agile Software Development
2 45 (33.09%) Business Intelligence
2 45 (33.09%) ETL
3 27 (19.85%) Data Governance
3 27 (19.85%) Data Modelling
4 23 (16.91%) Analytics
4 23 (16.91%) PRINCE2
5 22 (16.18%) Stakeholder Management
6 21 (15.44%) Enterprise Data Management
6 21 (15.44%) Master Data Management
7 16 (11.76%) Business Analysis
7 16 (11.76%) Scrum
8 12 (8.82%) Data Analysis
8 12 (8.82%) Workflow
9 11 (8.09%) Migration
10 10 (7.35%) Anti-Money Laundering
10 10 (7.35%) Asset Management
10 10 (7.35%) Dashboard Development
10 10 (7.35%) Project Management
11 9 (6.62%) Line Management
Programming Languages
1 40 (29.41%) SQL
2 15 (11.03%) Java
3 13 (9.56%) Python
4 8 (5.88%) R
5 7 (5.15%) PL/SQL
6 6 (4.41%) C#
7 5 (3.68%) Scala
7 5 (3.68%) Shell Script
7 5 (3.68%) T-SQL
7 5 (3.68%) VBA
8 3 (2.21%) C++
9 2 (1.47%) JavaScript
9 2 (1.47%) SAS Macro
10 1 (0.74%) MATLAB
10 1 (0.74%) PHP
10 1 (0.74%) VB.NET
10 1 (0.74%) XPath
Qualifications
1 22 (16.18%) Security Cleared
2 21 (15.44%) PRINCE2 Practitioner
3 10 (7.35%) Degree
4 5 (3.68%) CCA
5 3 (2.21%) MBA
6 2 (1.47%) PRINCE2 Certification
7 1 (0.74%) CISSP
7 1 (0.74%) ISEB
7 1 (0.74%) SC Cleared
Quality Assurance & Compliance
1 37 (27.21%) Data Quality
2 12 (8.82%) QA
3 3 (2.21%) Sarbanes-Oxley
4 1 (0.74%) ISO/IEC 27001
4 1 (0.74%) PCI DSS
System Software
1 2 (1.47%) VMware Infrastructure
2 1 (0.74%) Apache Flume
Systems Management
1 2 (1.47%) Oozie
1 2 (1.47%) Puppet
1 2 (1.47%) Rundeck
2 1 (0.74%) MOM
Vendors
1 27 (19.85%) Cognos
2 21 (15.44%) Talend
3 15 (11.03%) Microsoft
4 14 (10.29%) Oracle
5 11 (8.09%) Tableau
6 8 (5.88%) IBM
6 8 (5.88%) SAP
7 7 (5.15%) MicroStrategy
8 6 (4.41%) Informatica
9 5 (3.68%) HP
10 4 (2.94%) Google
11 3 (2.21%) Charles River
11 3 (2.21%) Greenplum
12 2 (1.47%) Netezza
12 2 (1.47%) Red Hat
12 2 (1.47%) VMware
13 1 (0.74%) CA
13 1 (0.74%) Cisco
13 1 (0.74%) Kofax
13 1 (0.74%) Laserfiche
Edinburgh & Lothians
ANSON MCCADE
Salary: Attractive benefits, 30 days holiday and extensive career progression
Posted: 17 hours ago
Edinburgh, Midlothian
Harvey Nash plc
Posted: 22 hours ago
Edinburgh
Capita Internal Resourcing
Posted: Yesterday
Livingston, West Lothian
Reed Technology
Salary: £30000 - £40000 per annum + bens
Posted: Yesterday
Edinburgh
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Posted: 3 days ago
Glasgow, Lanarkshire
Harvey Nash plc
Salary: £45000 - £50000 per annum + Bonus + Benefits
Posted: 5 days ago
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Salary: £45000 - £50000 per annum + Negotiable
Posted: 7 days ago
Stirling
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Salary: £32000.00 - £37000.00 per annum
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Edinburgh
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Salary: £28000.00 - £35000.00 per annum
Posted: 21 days ago